TY - GEN
T1 - Does Learning Method Matter in Cyber Security Behaviour? Spaced Vs. Massed e-Learning
AU - Skinner, Tiffany
AU - Taylor, Jacqui
AU - Alam, Aftab
AU - Ali, Raian
N1 - Publisher Copyright:
© 2021 IEEE
PY - 2021
Y1 - 2021
N2 - Besides acquiring knowledge and skills, learning can also have a behavior change purpose. The case of learning compliance and cyber hygiene is an example. It remains a largely unexplored question whether learning methods affect the degree of intention to follow the learned behavior. Spaced learning has been established as a useful presentation style for the retention of information and building skills, but many organisations continue to use a massed e-learning format. This study compares three presentation formats (spaced, massed, and mixed) using a newly developed e-learning tool for the European General Data Protection Regulation (GDPR). Mixed methods are used to examine differences as well as to explore user perceptions and preferences. Forty-seven participants completed baseline tests and were randomly allocated to one of the three presentation style conditions. All participants completed immediate post-tests, delayed post-tests, and behavioral intention questionnaires. Despite some large observed differences between individuals, the univariate analyses showed that the gain scores between immediate post-test and delayed post-tests were not significantly different between participants across the three presentation formats. The qualitative analysis revealed emerging themes of presentation, delivery, messenger effects, and motivations.
AB - Besides acquiring knowledge and skills, learning can also have a behavior change purpose. The case of learning compliance and cyber hygiene is an example. It remains a largely unexplored question whether learning methods affect the degree of intention to follow the learned behavior. Spaced learning has been established as a useful presentation style for the retention of information and building skills, but many organisations continue to use a massed e-learning format. This study compares three presentation formats (spaced, massed, and mixed) using a newly developed e-learning tool for the European General Data Protection Regulation (GDPR). Mixed methods are used to examine differences as well as to explore user perceptions and preferences. Forty-seven participants completed baseline tests and were randomly allocated to one of the three presentation style conditions. All participants completed immediate post-tests, delayed post-tests, and behavioral intention questionnaires. Despite some large observed differences between individuals, the univariate analyses showed that the gain scores between immediate post-test and delayed post-tests were not significantly different between participants across the three presentation formats. The qualitative analysis revealed emerging themes of presentation, delivery, messenger effects, and motivations.
KW - Cyber security behavior
KW - Cyber security education
KW - Learning methods
UR - http://www.scopus.com/inward/record.url?scp=85124047638&partnerID=8YFLogxK
U2 - 10.1109/BESC53957.2021.9635235
DO - 10.1109/BESC53957.2021.9635235
M3 - Conference contribution
AN - SCOPUS:85124047638
T3 - Proceedings of 2021 8th IEEE International Conference on Behavioural and Social Computing, BESC 2021
BT - Proceedings of 2021 8th IEEE International Conference on Behavioural and Social Computing, BESC 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 8th IEEE International Conference on Behavioural and Social Computing, BESC 2021
Y2 - 29 October 2021 through 31 October 2021
ER -